AI that
does the job.
Not chatbots for the sake of chatbots. We build automations that actually reduce manual work: invoice processing, lead enrichment, document review, ticket triage, custom internal tools. With evals so we know they work, and guardrails so they don't hallucinate into production.
Everything you need, none of the upsell.
Real deliverables, with the boundaries written down. So you know what you're paying for and what counts as extra.
Replace manual steps.
Lead routing, document classification, status updates, invoice handling. Triggered by your existing apps.
Custom assistants.
Bots that answer questions from your docs, summarize tickets, draft emails, or surface KPIs. Built for your data.
Measured before deploy.
Test sets that prove the automation does what you think it does. Updated as your data changes.
Boundaries on outputs.
Human-in-the-loop for high-risk steps. Tool restrictions, output validation, audit logging. So AI doesn't become a new risk.
The order we work in.
A clear sequence so you can budget time, money, and risk against the work.
Map.
Document the manual workflow. Find the highest-value automation opportunity, not just the loudest one.
Prototype.
Working v1 in days, not months. Real data, real users, real measurement.
Eval.
Build a test set, measure accuracy, fix the failure modes. Repeat until it's actually good.
Deploy.
Ship with logging, monitoring, and a kill switch. Iterate based on real-world usage.
Get a quote on ai automation.
Tell us a bit about your environment and we'll come back with a scoped proposal in two business days. No obligation, no pressure.
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